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Modelling dynamical 3D electron diffraction intensities. II. The role of inelastic scattering. 动态三维电子衍射强度建模。二. 非弹性散射的作用非弹性散射的作用
IF 1.8 4区 材料科学 Q2 Physics and Astronomy Pub Date : 2024-03-01 Epub Date: 2024-01-25 DOI: 10.1107/S2053273323010690
Budhika Mendis

The strong interaction of high-energy electrons with a crystal results in both dynamical elastic scattering and inelastic events, particularly phonon and plasmon excitation, which have relatively large cross sections. For accurate crystal structure refinement it is therefore important to uncover the impact of inelastic scattering on the Bragg beam intensities. Here a combined Bloch wave-Monte Carlo method is used to simulate phonon and plasmon scattering in crystals. The simulated thermal and plasmon diffuse scattering are consistent with experimental results. The simulations also confirm the empirical observation of a weaker unscattered beam intensity with increasing energy loss in the low-loss regime, while the Bragg-diffracted beam intensities do not change significantly. The beam intensities include the diffuse scattered background and have been normalized to adjust for the inelastic scattering cross section. It is speculated that the random azimuthal scattering angle during inelastic events transfers part of the unscattered beam intensity to the inner Bragg reflections. Inelastic scattering should not significantly influence crystal structure refinement, provided there are no artefacts from any background subtraction, since the relative intensity of the diffracted beams (which includes the diffuse scattering) remains approximately constant in the low energy loss regime.

高能电子与晶体的强烈相互作用会产生动态弹性散射和非弹性事件,特别是声子和等离子激发,它们的截面相对较大。因此,对于精确的晶体结构细化而言,揭示非弹性散射对布拉格光束强度的影响非常重要。本文采用布洛赫波-蒙特卡罗组合方法来模拟晶体中的声子和等离子体散射。模拟的热散射和等离子漫散射与实验结果一致。模拟结果还证实了经验观察结果,即在低损耗状态下,随着能量损耗的增加,非散射光束强度减弱,而布拉格衍射光束强度变化不大。光束强度包括漫散射背景,并已归一化以调整非弹性散射截面。据推测,非弹性事件中的随机方位角散射将部分未散射光束强度转移到内部布拉格反射。由于衍射光束的相对强度(包括漫散射)在低能量损耗状态下保持近似恒定,因此只要没有任何背景减除产生的假象,非弹性散射应该不会对晶体结构细化产生重大影响。
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引用次数: 0
Double-slit asymmetrical dynamical diffraction of X-rays in ideal crystals. 理想晶体中 X 射线的双缝非对称动态衍射。
IF 1.8 4区 材料科学 Q2 Physics and Astronomy Pub Date : 2024-03-01 Epub Date: 2024-01-23 DOI: 10.1107/S2053273323010331
Minas Balyan

The theoretical investigation of double-slit asymmetrical dynamical diffraction of X-rays in perfect crystals establishes that Young's interference fringes on the exit surface are formed. The position of the fringes in the cross section of the beam depends on deviation from the Bragg exact orientation and asymmetry angle. An equation for the period of the fringes is presented, according to which the period is polarization sensitive. The period increases with increasing the absolute value of the asymmetry angle. In its turn, the size of the interference region also increases with increasing the absolute value of the asymmetry angle. However, the ratio of interference region size to period, i.e. the number of observed fringes, decreases with increasing the absolute value of the asymmetry angle. The size of the interference region can be of the order of a few tens of mm, which can be used for obtaining Fourier dynamical diffraction holograms of a large size. This type of diffraction can also be used for obtaining double-slit dynamical diffraction contrast of defects and deformations. Due to the phase difference information, in comparison with single-slit diffraction, double-slit diffraction is more sensitive to the existence of objects and deformations in the path of the wave.

对完美晶体中 X 射线的双缝非对称动态衍射进行的理论研究表明,在出口表面会形成杨氏干涉条纹。条纹在光束横截面上的位置取决于与布拉格精确方向和不对称角度的偏差。根据该方程,干涉条纹的周期对偏振敏感。周期随着不对称角绝对值的增加而增加。反过来,干涉区域的大小也随着不对称角绝对值的增大而增大。然而,干涉区域大小与周期的比值,即观察到的条纹数量,会随着不对称角绝对值的增大而减小。干涉区域的大小可以达到几十毫米的量级,可用于获得大尺寸的傅立叶动态衍射全息图。这种衍射还可用于获得缺陷和变形的双缝动态衍射对比。由于存在相位差信息,与单缝衍射相比,双缝衍射对波路径中存在的物体和变形更为敏感。
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引用次数: 0
Automated selection of nanoparticle models for small-angle X-ray scattering data analysis using machine learning. 利用机器学习自动选择用于小角 X 射线散射数据分析的纳米粒子模型。
IF 1.8 4区 材料科学 Q2 Physics and Astronomy Pub Date : 2024-03-01 Epub Date: 2024-02-29 DOI: 10.1107/S2053273324000950
Nicolas Monge, Alexis Deschamps, Massih Reza Amini

Small-angle X-ray scattering (SAXS) is widely used to analyze the shape and size of nanoparticles in solution. A multitude of models, describing the SAXS intensity resulting from nanoparticles of various shapes, have been developed by the scientific community and are used for data analysis. Choosing the optimal model is a crucial step in data analysis, which can be difficult and time-consuming, especially for non-expert users. An algorithm is proposed, based on machine learning, representation learning and SAXS-specific preprocessing methods, which instantly selects the nanoparticle model best suited to describe SAXS data. The different algorithms compared are trained and evaluated on a simulated database. This database includes 75 000 scattering spectra from nine nanoparticle models, and realistically simulates two distinct device configurations. It will be made freely available to serve as a basis of comparison for future work. Deploying a universal solution for automatic nanoparticle model selection is a challenge made more difficult by the diversity of SAXS instruments and their flexible settings. The poor transferability of classification rules learned on one device configuration to another is highlighted. It is shown that training on several device configurations enables the algorithm to be generalized, without degrading performance compared with configuration-specific training. Finally, the classification algorithm is evaluated on a real data set obtained by performing SAXS experiments on nanoparticles for each of the instrumental configurations, which have been characterized by transmission electron microscopy. This data set, although very limited, allows estimation of the transferability of the classification rules learned on simulated data to real data.

小角 X 射线散射(SAXS)被广泛用于分析溶液中纳米粒子的形状和大小。科学界开发了大量模型来描述各种形状的纳米粒子产生的 SAXS 强度,并用于数据分析。选择最佳模型是数据分析的关键步骤,但这一步骤可能既困难又耗时,尤其是对于非专业用户而言。本文提出了一种基于机器学习、表征学习和 SAXS 特定预处理方法的算法,可即时选择最适合描述 SAXS 数据的纳米粒子模型。所比较的不同算法在模拟数据库上进行了训练和评估。该数据库包括来自九种纳米粒子模型的 75000 个散射光谱,真实地模拟了两种不同的设备配置。该数据库将免费提供,作为未来工作的比较基础。由于 SAXS 仪器的多样性及其灵活的设置,为自动选择纳米粒子模型部署通用解决方案变得更加困难。在一种设备配置上学习到的分类规则在另一种设备配置上的可移植性很差,这一点得到了强调。结果表明,与针对特定配置的训练相比,在多个设备配置上进行训练可使算法通用化,而不会降低性能。最后,通过对透射电子显微镜表征的每种仪器配置的纳米粒子进行 SAXS 实验,在实际数据集上对分类算法进行了评估。这个数据集虽然非常有限,但可以估计从模拟数据中学到的分类规则对真实数据的可移植性。
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引用次数: 0
Machine learning in crystallography and structural science. 晶体学和结构科学中的机器学习。
IF 1.8 4区 材料科学 Q2 Physics and Astronomy Pub Date : 2024-03-01 Epub Date: 2024-01-26 DOI: 10.1107/S2053273324000172
Simon J L Billinge, Thomas Proffen

An overview of the virtual collection on machine learning (ML) in crystallography and structural science, as represented in Acta Crystallographica Sections A, B and D, IUCrJ and Journal of Synchrotron Radiation, is presented. Some terms and concepts related to artificial intelligence and machine learning are briefly introduced and described, and a short history of ML in structural science as it appeared in these IUCr journals is given to whet the appetite for the rest of the collection.

本文概述了以 Acta Crystallographica Sections A、B 和 D、IUCrJ 和 Journal of Synchrotron Radiation 为代表的晶体学和结构科学领域机器学习 (ML) 虚拟文集。简要介绍和描述了与人工智能和机器学习有关的一些术语和概念,并简短介绍了这些 IUCr 期刊中出现的结构科学中的机器学习的历史,以引起读者对文集其他部分的兴趣。
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引用次数: 0
Universal parameters of bulk-solvent masks. 块状溶剂掩膜的通用参数。
IF 1.8 4区 材料科学 Q2 Physics and Astronomy Pub Date : 2024-03-01 Epub Date: 2024-02-09 DOI: 10.1107/S2053273324000299
Alexandre Urzhumtsev, Paul Adams, Pavel Afonine

The bulk solvent is a major component of biomacromolecular crystals that contributes significantly to the observed diffraction intensities. Accurate modelling of the bulk solvent has been recognized as important for many crystallographic calculations. Owing to its simplicity and modelling power, the flat (mask-based) bulk-solvent model is used by most modern crystallographic software packages to account for disordered solvent. In this model, the bulk-solvent contribution is defined by a binary mask and a scale (scattering) function. The mask is calculated on a regular grid using the atomic model coordinates and their chemical types. The grid step and two radii, solvent and shrinkage, are the three parameters that govern the mask calculation. They are highly correlated and their choice is a compromise between the computer time needed to calculate the mask and the accuracy of the mask. It is demonstrated here that this choice can be optimized using a unique value of 0.6 Å for the grid step irrespective of the data resolution, and the radii values adjusted correspondingly. The improved values were tested on a large sample of Protein Data Bank entries derived from X-ray diffraction data and are now used in the computational crystallography toolbox (CCTBX) and in Phenix as the default choice.

体溶剂是生物大分子晶体的主要成分,对观察到的衍射强度有很大影响。精确的大体积溶剂建模被认为对许多晶体学计算非常重要。由于其简单性和建模能力,大多数现代晶体学软件包都使用平面(基于掩膜)大体积溶剂模型来计算无序溶剂。在该模型中,体溶剂的贡献由二元掩膜和尺度(散射)函数定义。掩膜在规则网格上使用原子模型坐标及其化学类型进行计算。网格步长和两个半径(溶剂和收缩)是控制掩膜计算的三个参数。这三个参数高度相关,它们的选择是计算掩膜所需的计算机时间和掩膜精度之间的折衷。本文证明,无论数据分辨率如何,都可以使用 0.6 Å 的唯一网格步长值对这一选择进行优化,并相应调整半径值。改进后的值已在从 X 射线衍射数据中提取的大量蛋白质数据库条目样本上进行了测试,现在已作为默认选择用于计算晶体学工具箱(CCTBX)和 Phenix 中。
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引用次数: 0
Report of the Executive Committee for 2022. 2022 年执行委员会报告。
IF 1.8 4区 材料科学 Q2 Physics and Astronomy Pub Date : 2024-03-01 Epub Date: 2024-02-22 DOI: 10.1107/S2053273323008197

The report of the Executive Committee for 2022 is presented.

现提交 2022 年执行委员会报告。
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引用次数: 0
Modelling dynamical 3D electron diffraction intensities. I. A scattering cluster algorithm. 动态三维电子衍射强度建模。I. 散射群算法。
IF 1.8 4区 材料科学 Q2 Physics and Astronomy Pub Date : 2024-03-01 Epub Date: 2024-01-25 DOI: 10.1107/S2053273323010689
Budhika Mendis

Three-dimensional electron diffraction (3D-ED) is a powerful technique for crystallographic characterization of nanometre-sized crystals that are too small for X-ray diffraction. For accurate crystal structure refinement, however, it is important that the Bragg diffracted intensities are treated dynamically. Bloch wave simulations are often used in 3D-ED, but can be computationally expensive for large unit cell crystals due to the large number of diffracted beams. Proposed here is an alternative method, the `scattering cluster algorithm' (SCA), that replaces the eigen-decomposition operation in Bloch waves with a simpler matrix multiplication. The underlying principle of SCA is that the intensity of a given Bragg reflection is largely determined by intensity transfer (i.e. `scattering') from a cluster of neighbouring diffracted beams. However, the penalty for using matrix multiplication is that the sample must be divided into a series of thin slices and the diffracted beams calculated iteratively, similar to the multislice approach. Therefore, SCA is more suitable for thin specimens. The accuracy and speed of SCA are demonstrated on tri-isopropyl silane (TIPS) pentacene and rubrene, two exemplar organic materials with large unit cells.

三维电子衍射(3D-ED)是一种功能强大的晶体学表征技术,可用于表征因晶体太小而无法进行 X 射线衍射的纳米级晶体。然而,为了精确地完善晶体结构,必须对布拉格衍射强度进行动态处理。布洛赫波模拟通常用于三维电子衍射,但由于衍射光束数量庞大,对于大单元晶体来说,计算成本会很高。本文提出了一种替代方法,即 "散射簇算法"(SCA),用更简单的矩阵乘法取代布洛赫波中的特征分解操作。SCA 的基本原理是,给定布拉格反射的强度主要由相邻衍射光束簇的强度传递(即 "散射")决定。然而,使用矩阵乘法的代价是必须将样品分成一系列薄片,并对衍射光束进行迭代计算,这与多片方法类似。因此,SCA 更适用于薄样品。我们在三异丙基硅烷(TIPS)五碳烯和红芘这两种具有大单元的有机材料上演示了 SCA 的准确性和速度。
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引用次数: 0
Analytical models representing X-ray form factors of ions. 代表离子 X 射线形式因子的分析模型。
IF 1.8 4区 材料科学 Q2 Physics and Astronomy Pub Date : 2024-01-01 DOI: 10.1107/S2053273323010550
Gunnar Thorkildsen

Parameters in analytical models for X-ray form factors of ions f0(s), based on the inverse Mott-Bethe formula involving a variable number of Gaussians, are determined for a wide range of published data sets {s, f0(s)}. The models reproduce the calculated form-factor values close to what is expected from a uniform statistical distribution with limits determined by their precision. For different ions associated with the same atom, the number of Gaussians in the models decreases with increasing net positive charge.

根据涉及可变高斯数的反莫特-贝特公式,确定了各种已公布数据集 {s, f0(s)}的离子形式因子 f0(s)分析模型的参数。这些模型再现了计算出的形式因子值,接近于均匀统计分布的预期值,其精度限制由模型决定。对于与同一原子相关的不同离子,模型中的高斯数随净正电荷的增加而减少。
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引用次数: 0
Maximal independence and symmetry in crystal chemistry of natural tectosilicates. 天然构造硅酸盐晶体化学的最大独立性和对称性。
IF 1.8 4区 材料科学 Q2 Physics and Astronomy Pub Date : 2024-01-01 DOI: 10.1107/S2053273323008665
Montauban Moreira de Oliveira, Jean Guillaume Eon

Löwenstein's avoidance rule in aluminosilicates is reinterpreted on the basis of the fourth Pauling rule. It is shown that avoidance of Si-O-Si bridges may account for avoidance of Al-O-Al bridges. In view of this interpretation, it is proposed that the most favourable distributions of cations entering in substitution of silicon in the framework are associated to maximal independent sets of the respective 3-periodic nets. Among all possible solutions, only those with maximal symmetry are realized. The applicability of the concept is demonstrated for a few natural tectosilicates, which have been analysed through the prism of their labelled quotient graph.

在第四鲍林规则的基础上,重新解释了铝硅酸盐中Löwenstein的回避规则。结果表明,避免Si-O-Si桥可以解释Al-O-Al桥的避免。鉴于这一解释,我们提出在框架中取代硅进入的阳离子的最有利分布与各自的3周期网的最大独立集有关。在所有可能的解中,只有那些具有最大对称性的解才得以实现。通过标记商图的棱镜对几种天然构造硅酸盐进行了分析,证明了这一概念的适用性。
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引用次数: 0
Symmetry groups of two-way twofold and three-way threefold fabrics. 双向两折和三向三折织物的对称群。
IF 1.8 4区 材料科学 Q2 Physics and Astronomy Pub Date : 2024-01-01 DOI: 10.1107/S2053273323008938
Ma Louise Antonette De Las Peñas, Mark Tomenes, Kristan Liza

This work discusses the symmetry groups of two classes of woven fabrics, two-way twofold fabrics and three-way threefold fabrics. A method to arrive at a design of a fabric is presented, employing methods in color symmetry theory. Geometric representations of all possible layer group or diperiodic symmetry structures of the fabrics are derived. There are 50 layer symmetry groups corresponding to two-way twofold fabrics and 27 layer symmetry groups corresponding to three-way threefold fabrics.

本作品讨论了两类机织物(双向两折织物和三向三折织物)的对称群。文中介绍了一种利用色彩对称理论的方法来设计织物的方法。得出了织物所有可能的层组或双周期对称结构的几何表示法。与双向两折织物相对应的层对称组有 50 个,与三向三折织物相对应的层对称组有 27 个。
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引用次数: 0
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Acta Crystallographica Section A: Foundations and Advances
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